The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.
Jorge OliveiraFrancesco RennaPaulo Dias CostaMarcelo NogueiraCristina OliveiraCarlos Abreu FerreiraAlípio M. JorgeSandra da Silva MattosThamine HatemThiago TavaresAndoni ElolaAli Bahrami RadReza SameniGari D. CliffordMiguel T. CoimbraPublished in: CoRR (2021)
Keyphrases
- benchmark datasets
- pattern recognition
- uci datasets
- classification accuracy
- classification scheme
- support vector
- pattern classification
- text classification
- object classification
- automatic classification
- machine learning
- machine learning methods
- supervised learning
- neyman pearson
- classification systems
- detection accuracy
- feature selection
- classification algorithm
- detection algorithm
- false positives
- detection method
- decision trees
- image classification
- robust detection
- data sets
- classification process
- anomaly detection
- training dataset
- object recognition
- classification models
- preprocessing
- automatic detection
- support vector machine
- object detection
- svm classifier